Denmark Results

combine estimates

Best Estimate (95% CI) SC Estimate (95% CI) Time trend Estimate (95% CI) Time trend (no offset) Estimate (95% CI) STL+PCA Estimate (95% CI)
2 0.91 (0.8, 1.04) 0.91 (0.8, 1.04) 0.92 (0.79, 1.06) 0.9 (0.77, 1.06) 0.94 (0.84, 1.05)
3 1.08 (0.98, 1.19) 1.08 (0.98, 1.19) 0.85 (0.72, 1.01) 0.92 (0.79, 1.07) 0.97 (0.86, 1.09)
4 1.12 (1.01, 1.24) 1.12 (1.01, 1.24) 0.89 (0.76, 1.05) 0.86 (0.75, 0.99) 1.03 (0.94, 1.14)
5 1.09 (0.97, 1.23) 1.09 (0.97, 1.23) 0.83 (0.74, 0.93) 0.92 (0.82, 1.02) 1.01 (0.91, 1.12)
6 1 (0.94, 1.06) 1 (0.94, 1.06) 1 (0.91, 1.09) 0.84 (0.79, 0.9) 1.05 (1, 1.1)
7 1.13 (1.06, 1.2) 1.13 (1.06, 1.2) 1.05 (0.96, 1.14) 1.05 (0.97, 1.13) 1.15 (1.08, 1.22)
8 1.11 (1.04, 1.19) 1.11 (1.04, 1.19) 1.11 (1.03, 1.2) 0.93 (0.86, 1) 1.14 (1.08, 1.21)
9 1.13 (0.96, 1.3) 1.13 (0.96, 1.3) 1.2 (0.97, 1.48) 1.17 (0.94, 1.44) 1.03 (0.89, 1.19)

Plot of Rate ratios, with size proportional to cross validation weights

Weights for each of the models from cross validation

## [1] "Cross-validation not performed"

Number of variables selected in SC analysis

Model Size
2 2.39
3 1.36
4 2.13
5 2.43
6 1.34
7 1.33
8 2.20
9 2.22

Inclusion Probabilities

Group Greatest Inclusion Variable Greatest Inclusion Probability Second Greatest Inclusion Variable Second Greatest Inclusion Probability Third Greatest Inclusion Variable Third Greatest Inclusion Probability
2 ach_noj 0.9836750 j21_all_ages 0.9381288 dehyd 0.4697758
3 j21_all_ages 0.9678775 dehyd 0.2066261 ach_noj 0.1829931
4 dehyd 0.9999991 j21_all_ages 0.8250283 ach_noj 0.3037481
5 dehyd 0.9997511 ach_noj 0.7364075 j21_all_ages 0.6906206
6 dehyd 1.0000000 ach_noj 0.1942887 j21_all_ages 0.1508737
7 dehyd 0.9995647 ach_noj 0.1909483 j21_all_ages 0.1317588
8 ach_noj 0.9856537 dehyd 0.8961897 j21_all_ages 0.3126195
9 j21_all_ages 0.9999932 dehyd 0.9332756 ach_noj 0.2859134

Weight Sensitivity Analysis

Plots

2

3

4

## Warning: Removed 2 rows containing missing values (geom_point).

## Warning: Removed 2 rows containing missing values (geom_point).

## Warning: Removed 2 rows containing missing values (geom_point).

5

## Warning: Removed 2 rows containing missing values (geom_point).

## Warning: Removed 2 rows containing missing values (geom_point).

6

## Warning: Removed 2 rows containing missing values (geom_point).

7

## Warning: Removed 2 rows containing missing values (geom_point).

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## Warning: Removed 1 rows containing missing values (geom_point).

## Warning: Removed 2 rows containing missing values (geom_point).

8

## Warning: Removed 1 rows containing missing values (geom_point).

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## Warning: Removed 2 rows containing missing values (geom_point).

9